sensitivity_analysis: Title Analyze the effect of prior data on the model

In nathanxli/BayesPD: Bayesian Problem Driven

Description

Title Analyze the effect of prior data on the model

Usage

sensitivity_analysis(sample_size, y_bar.1, standard_deviation.1, y_bar.2,
  standard_deviation.2, mu_0, sigma_0_square, n, kappa_0, nu_0,
  theta.1_smaller_than_theta.2 = TRUE, plot = TRUE)

Arguments

sample_size	How many samples to produce.
y_bar.1	Mean value of the first group of data.
standard_deviation.1	Standard deviation of the first group of data.
y_bar.2	Mean value of the second group of data.
standard_deviation.2	Standard deviation of the second group of data.
mu_0	Parameter.
sigma_0_square	Parameter.
n	Parameter.
kappa_0	Parameter.
nu_0	Parameter.
theta.1_smaller_than_theta.2	How to make the comparison. If FALSE, compute theta1 > theta2.
plot	Whether to plot the figure showing the tendency of probability change.

Value

The sensitivity analysis.

Examples

sensitivity_analysis(sample_size = 10000, y_bar.1 = 75.2, standard_deviation.1 = 7.3, 
y_bar.2 = 77.5, standard_deviation.2 = 8.1, mu_0 = 75, sigma_0_square = 100, 
n = 16, kappa_0 = c(1,2,4,8,16,32), nu_0 = c(1,2,4,8,16,32))

nathanxli/BayesPD documentation built on June 18, 2020, 4:38 a.m.